This paper extends our previous work on cleft lip and/or palate (CL/P) classification, which employed vision transformers (ViTs) and Siamese neural networks. We now integrate SigLIP 2, a state-of-the-art multilingual vision–language model, for...
Remote sensing semantic and referring segmentation share mask geometry but differ in whether a category vocabulary or a natural-language expression selects the output. UniRS-Seg bridges these interfaces through a shared sparse–dense query compi...
Background: Deepfakes pose a growing threat to the integrity of visual media, motivating detectors that remain reliable as forgeries become increasingly realistic. Methods: We propose a deepfake detection framework built on CLIP-derived SigLIP-2 visi...